Change Point Detection of Multimode Processes Considering Both Mode Transitions and Parameter Changes

Adaptive transfer learning for multimode process monitoring and unsupervised anomaly detection in steam turbines

(2023) Zhen Chen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

cpss: an package for change-point detection by sample-splitting methods

(2022) Guanghui Wang et al.   JOURNAL OF QUALITY TECHNOLOGY

Anomaly Detection with GRU Based Bi-autoencoder for Industrial Multimode Process

(2022) Xinyao Xu et al.   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS

Epidemic changepoint detection in the presence of nuisance changes

(2022) Julius Juodakis et al.   STATISTICAL PAPERS

Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning

(2022) Ruiyu Xu et al.   TECHNOMETRICS

The Temporal Overfitting Problem with Applications in Wind Power Curve Modeling

(2022) Abhinav Prakash et al.   TECHNOMETRICS

Dynamic multivariate threshold optimization and alarming for nonstationary processes subject to varying conditions

(2022) Yi Zhao et al.   CONTROL ENGINEERING PRACTICE

In-process quality improvement: Concepts, methodologies, and applications

(2022) Jianjun Shi   IISE Transactions

Multimode Process Monitoring Based on Modified Density Peak Clustering and Parallel Variational Autoencoder

(2022) Feng Yu et al.   Mathematics

Self-Learning Sparse PCA for Multimode Process Monitoring

(2022) Jingxin Zhang et al.   IEEE Transactions on Industrial Informatics

Bayesian Hierarchical Model for Change Point Detection in Multivariate Sequences

(2021) Huaqing Jin et al.   TECHNOMETRICS

Gaussian Process-Aided Function Comparison Using Noisy Scattered Data

(2021) Abhinav Prakash et al.   TECHNOMETRICS

A case study of space-time performance comparison of wind turbines on a wind farm

(2021) Yu Ding et al.   RENEWABLE ENERGY

Double-weighted neighborhood standardization method with applications to multimode-process fault detection

(2020) Ying Xie   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning

(2020) Chen Zhang et al.   TECHNOMETRICS

A Novel Multimanifold Joint Projections Model for Multimode Process Monitoring

(2020) Xue Xu et al.   IEEE Transactions on Industrial Informatics

Data-driven monitoring of multimode continuous processes: A review

(2019) Marcos Quiñones-Grueiro et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A Sequential Bayesian Partitioning Approach for Online Steady-State Detection of Multivariate Systems

(2019) Jianguo Wu et al.   IEEE Transactions on Automation Science and Engineering

Selective review of offline change point detection methods

(2019) Charles Truong et al.   SIGNAL PROCESSING

Optimal torque control based on effective tracking range for maximum power point tracking of wind turbines under varying wind conditions

(2017) Minghui Yin et al.   IET Renewable Power Generation

Multimode process monitoring based on data-driven method

(2017) Wenyou Du et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Online Steady-State Detection for Process Control Using Multiple Change-Point Models and Particle Filters

(2016) Jianguo Wu et al.   IEEE Transactions on Automation Science and Engineering

Hidden Markov model-based approach for multimode process monitoring

(2015) Fan Wang et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Online detection of steady-state operation using a multiple-change-point model and exact Bayesian inference

(2015) Jianguo Wu et al.   IIE TRANSACTIONS

Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms

(2015) Giwhyun Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Nonparametric maximum likelihood approach to multiple change-point problems

(2014) Changliang Zou et al.   ANNALS OF STATISTICS

Multimode Process Monitoring Based on Fuzzy C-means in Locality Preserving Projection Subspace

(2013) Xiang XIE et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

Multimode variation modeling and process monitoring for serial-parallel multistage manufacturing processes

(2012) Ran Jin et al.   IIE TRANSACTIONS

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION